diff --git a/R/data.R b/R/data.R
index e7618433..068edbe6 100644
--- a/R/data.R
+++ b/R/data.R
@@ -96,7 +96,7 @@ NULL
 #' This data set contains the 70 Precinct shapefile and related data for each precinct.
 #'
 #' It is a random 70 precinct connected subset from Florida's precincts. This was introduced by
-#' <doi:10.1080/2330443X.2020.1791773>
+#' \doi{10.1080/2330443X.2020.1791773}
 #'
 #' @name fl70
 #' @usage data("fl70")
@@ -131,7 +131,7 @@ NULL
 #' This data set contains the 250 Precinct shapefile and related data for each precinct.
 #'
 #' It is a random 70 precinct connected subset from Florida's precincts. This was introduced by
-#' <doi:10.1080/2330443X.2020.1791773>
+#' \doi{10.1080/2330443X.2020.1791773}
 #'
 #' @name fl250
 #' @usage data("fl250")
diff --git a/R/redist-package.R b/R/redist-package.R
index 1db826a6..48a5cd85 100644
--- a/R/redist-package.R
+++ b/R/redist-package.R
@@ -7,10 +7,11 @@
 #' parity requirements. Tools for analysis such as computation of various
 #' summary statistics and plotting functionality are also included. The package
 #' implements methods described in Fifield, Higgins, Imai and Tarr (2020)
-#' <doi:10.1080/10618600.2020.1739532>, Fifield, Imai, Kawahara, and Kenny (2020)
-#' <doi: 10.1080/2330443X.2020.1791773>, and McCartan and Imai (2020)
-#' <arXiv:2008.06131>.
+#' \doi{10.1080/10618600.2020.1739532}, Fifield, Imai, Kawahara, and Kenny (2020)
+#' \doi{10.1080/2330443X.2020.1791773}, and McCartan and Imai (2020)
+#' arXiv:2008.06131.
 #'
+#' @noMd
 #'
 #' @name redist-package
 #' @useDynLib redist, .registration = TRUE
diff --git a/man/fl250.Rd b/man/fl250.Rd
index a9668bc9..4081b072 100644
--- a/man/fl250.Rd
+++ b/man/fl250.Rd
@@ -29,7 +29,7 @@ This data set contains the 250 Precinct shapefile and related data for each prec
 }
 \details{
 It is a random 70 precinct connected subset from Florida's precincts. This was introduced by
-\url{doi:10.1080/2330443X.2020.1791773}
+\doi{10.1080/2330443X.2020.1791773}
 }
 \examples{
 data(fl250)
diff --git a/man/fl70.Rd b/man/fl70.Rd
index 69a09d9b..b7226889 100644
--- a/man/fl70.Rd
+++ b/man/fl70.Rd
@@ -29,7 +29,7 @@ This data set contains the 70 Precinct shapefile and related data for each preci
 }
 \details{
 It is a random 70 precinct connected subset from Florida's precincts. This was introduced by
-\url{doi:10.1080/2330443X.2020.1791773}
+\doi{10.1080/2330443X.2020.1791773}
 }
 \examples{
 data(fl70)
diff --git a/man/redist-package.Rd b/man/redist-package.Rd
index 462d0f60..441beb68 100644
--- a/man/redist-package.Rd
+++ b/man/redist-package.Rd
@@ -13,9 +13,9 @@ in the redistricting process such as geographic compactness and population
 parity requirements. Tools for analysis such as computation of various
 summary statistics and plotting functionality are also included. The package
 implements methods described in Fifield, Higgins, Imai and Tarr (2020)
-\url{doi:10.1080/10618600.2020.1739532}, Fifield, Imai, Kawahara, and Kenny (2020)
-<doi: 10.1080/2330443X.2020.1791773>, and McCartan and Imai (2020)
-\url{arXiv:2008.06131}.
+\doi{10.1080/10618600.2020.1739532}, Fifield, Imai, Kawahara, and Kenny (2020)
+\doi{10.1080/2330443X.2020.1791773}, and McCartan and Imai (2020)
+arXiv:2008.06131.
 }
 \references{
 Barbu, Adrian and Song-Chun Zhu. (2005) "Generalizing Swendsen-Wang to